Hongwei Yong

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 41

Top Topics

Image Denoising

Background Image

Subspace Learning

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Ying Sun, Hongwei Yong, Lei Zhang
SGD with Partial Hessian for Deep Neural Networks Optimization. CoRR (2024)
Lingchen Sun, Rongyuan Wu, Zhengqiang Zhang, Hongwei Yong, Lei Zhang
Improving the Stability of Diffusion Models for Content Consistent Super-Resolution. CoRR (2024)
Xixi Jia, Xiangchu Feng, Hongwei Yong, Deyu Meng
Weight Decay With Tailored Adam on Scale-Invariant Weights for Better Generalization. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Lingchen Sun, Jie Liang, Shuaizheng Liu, Hongwei Yong, Lei Zhang
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective. IEEE Trans. Image Process. 33 (2024)
Hongwei Yong, Ying Sun, Lei Zhang
A General Regret Bound of Preconditioned Gradient Method for DNN Training. CVPR (2023)
Shi Guo, Hongwei Yong, Xindong Zhang, Jianqi Ma, Lei Zhang
Spatial-Frequency Attention for Image Denoising. CoRR (2023)
Ying Sun, Hongwei Yong, Lei Zhang
NKFAC: A Fast and Stable KFAC Optimizer for Deep Neural Networks. ECML/PKDD (4) (2023)
Lingchen Sun, Jie Liang, Shuaizheng Liu, Hongwei Yong, Lei Zhang
Perception-Distortion Balanced Super-Resolution: A Multi-Objective Optimization Perspective. CoRR (2023)
Hongyi Zheng, Hongwei Yong, Lei Zhang
Unfolded Deep Kernel Estimation for Blind Image Super-resolution. CoRR (2022)
Hongwei Yong, Lei Zhang
An Embedded Feature Whitening Approach to Deep Neural Network Optimization. ECCV (23) (2022)
Hongyi Zheng, Hongwei Yong, Lei Zhang
Unfolded Deep Kernel Estimation for Blind Image Super-Resolution. ECCV (18) (2022)
Hongyi Zheng, Hongwei Yong, Lei Zhang
Deep Convolutional Dictionary Learning for Image Denoising. CVPR (2021)
Hui Li, Kede Ma, Hongwei Yong, Lei Zhang
Fast Multi-Scale Structural Patch Decomposition for Multi-Exposure Image Fusion. IEEE Trans. Image Process. 29 (2020)
Jin Xiao, Hongwei Yong, Lei Zhang
Degradation Model Learning for Real-World Single Image Super-Resolution. ACCV (2) (2020)
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng
Variational Image Restoration Network. CoRR (2020)
Kede Ma, Zhengfang Duanmu, Zhou Wang, Qingbo Wu, Wentao Liu, Hongwei Yong, Hongliang Li, Lei Zhang
Group Maximum Differentiation Competition: Model Comparison with Few Samples. IEEE Trans. Pattern Anal. Mach. Intell. 42 (4) (2020)
Hongwei Yong, Jianqiang Huang, Xiansheng Hua, Lei Zhang
Gradient Centralization: A New Optimization Technique for Deep Neural Networks. CoRR (2020)
Jinxing Li, Hongwei Yong, Feng Wu, Mu Li
Online Multi-view Subspace Learning with Mixed Noise. ACM Multimedia (2020)
Hongwei Yong, Jianqiang Huang, Deyu Meng, Xian-Sheng Hua, Lei Zhang
Momentum Batch Normalization for Deep Learning with Small Batch Size. ECCV (12) (2020)
Zongsheng Yue, Hongwei Yong, Deyu Meng, Qian Zhao, Yee Leung, Lei Zhang
Robust Multiview Subspace Learning With Nonindependently and Nonidentically Distributed Complex Noise. IEEE Trans. Neural Networks Learn. Syst. 31 (4) (2020)
Hongwei Yong, Jianqiang Huang, Xiansheng Hua, Lei Zhang
Gradient Centralization: A New Optimization Technique for Deep Neural Networks. ECCV (1) (2020)
Wangmeng Xiang, Hongwei Yong, Jianqiang Huang, Xian-Sheng Hua, Lei Zhang
Second-Order Camera-Aware Color Transformation for Cross-Domain Person Re-identification. ACCV (2) (2020)
Jianrui Cai, Hui Zeng, Hongwei Yong, Zisheng Cao, Lei Zhang
Toward Real-World Single Image Super-Resolution: A New Benchmark and a New Model. ICCV (2019)
Hongwei Yong, Jianqiang Huang, Wangmeng Xiang, Xiansheng Hua, Lei Zhang
Panoramic Background Image Generation for PTZ Cameras. IEEE Trans. Image Process. 28 (7) (2019)
Zongsheng Yue, Hongwei Yong, Qian Zhao, Deyu Meng, Lei Zhang
Variational Denoising Network: Toward Blind Noise Modeling and Removal. NeurIPS (2019)
Kai Sun, Jiangshe Zhang, Hongwei Yong, Junmin Liu
FPCANet: Fisher discrimination for Principal Component Analysis Network. Knowl. Based Syst. 166 (2019)
Zongsheng Yue, Hongwei Yong, Qian Zhao, Lei Zhang, Deyu Meng
Variational Denoising Network: Toward Blind Noise Modeling and Removal. CoRR (2019)
Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua
Sharp Attention Network via Adaptive Sampling for Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 29 (10) (2019)
Jianrui Cai, Hui Zeng, Hongwei Yong, Zisheng Cao, Lei Zhang
Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model. CoRR (2019)
Zhihang Fu, Yaowu Chen, Hongwei Yong, Rongxin Jiang, Lei Zhang, Xian-Sheng Hua
Foreground Gating and Background Refining Network for Surveillance Object Detection. IEEE Trans. Image Process. 28 (12) (2019)
Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin
Extreme Learning Machine With Affine Transformation Inputs in an Activation Function. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown, Songhyun Yu, Bumjun Park, Jechang Jeong, Seung-Won Jung, Dong-Wook Kim, Jae Ryun Chung, Jiaming Liu, Yuzhi Wang, Chi-Hao Wu, Qin Xu, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang, Kai Zhang, Wangmeng Zuo, Magauiya Zhussip, Dongwon Park, Shakarim Soltanayev, Se Young Chun, Zhiwei Xiong, Chang Chen, Muhammad Haris, Kazutoshi Akita, Tomoki Yoshida, Greg Shakhnarovich, Norimichi Ukita, Syed Waqas Zamir, Aditya Arora, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Sung-Jea Ko, Dong-Pan Lim, Seung-Wook Kim, Seo-Won Ji, Sang-Won Lee, Wenyi Tang, Yuchen Fan, Yuqian Zhou, Ding Liu, Thomas S. Huang, Deyu Meng, Lei Zhang, Hongwei Yong, Yiyun Zhao, Pengliang Tang, Yue Lu, Raimondo Schettini, Simone Bianco, Simone Zini, Chi Li, Yang Wang, Zhiguo Cao
NTIRE 2019 Challenge on Real Image Denoising: Methods and Results. CVPR Workshops (2019)
Hongwei Yong, Deyu Meng, Jinxing Li, Wangmeng Zuo, Lei Zhang
Model Inconsistent but Correlated Noise: Multi-view Subspace Learning with Regularized Mixture of Gaussians. CoRR (2018)
Chen Shen, Guo-Jun Qi, Rongxin Jiang, Zhongming Jin, Hongwei Yong, Yaowu Chen, Xian-Sheng Hua
Sharp Attention Network via Adaptive Sampling for Person Re-identification. CoRR (2018)
Jinxing Li, Hongwei Yong, Bob Zhang, Mu Li, Lei Zhang, David Zhang
A Probabilistic Hierarchical Model for Multi-View and Multi-Feature Classification. AAAI (2018)
Hongwei Yong, Deyu Meng, Wangmeng Zuo, Lei Zhang
Robust Online Matrix Factorization for Dynamic Background Subtraction. IEEE Trans. Pattern Anal. Mach. Intell. 40 (7) (2018)
Zhihang Fu, Chang Zhou, Hongwei Yong, Rongxin Jiang, Xiang Tian, Yaowu Chen, Xian-Sheng Hua
Foreground Gated Network for Surveillance Object Detection. BigMM (2018)
Kede Ma, Zhengfang Duanmu, Qingbo Wu, Zhou Wang, Hongwei Yong, Hongliang Li, Lei Zhang
Waterloo Exploration Database: New Challenges for Image Quality Assessment Models. IEEE Trans. Image Process. 26 (2) (2017)
Hongwei Yong, Deyu Meng, Wangmeng Zuo, Lei Zhang
Robust Online Matrix Factorization for Dynamic Background Subtraction. CoRR (2017)
Kede Ma, Hui Li, Hongwei Yong, Zhou Wang, Deyu Meng, Lei Zhang
Robust Multi-Exposure Image Fusion: A Structural Patch Decomposition Approach. IEEE Trans. Image Process. 26 (5) (2017)
Kede Ma, Qingbo Wu, Zhou Wang, Zhengfang Duanmu, Hongwei Yong, Hongliang Li, Lei Zhang
Group MAD Competition? A New Methodology to Compare Objective Image Quality Models. CVPR (2016)